Download lean/OAI/Analysis/HenonEmden/Components.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 12.1 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/HenonEmden/Components.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Analysis/HenonEmden/Components.lean
-
curl -L -o Components.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/HenonEmden/Components.lean
12.1 kB
| import OAI.Analysis.HenonEmden.CapContinuity | |
| namespace OAI | |
| universe uX | |
| section Components | |
| open MeasureTheory Set Filter Topology | |
| open scoped ENNReal | |
| open Classical | |
| namespace HenonLaneEmden.LineComponents | |
| variable {X : Type uX} [TopologicalSpace X] | |
| /-- All points of the closed segment between the base point `0` and `r` | |
| remain in the open line layer. -/ | |
| def SegmentInside (U : Set (X × ℝ)) (p : X) (r : ℝ) : Prop := | |
| ∀ s ∈ uIcc 0 r, (p,s) ∈ U | |
| omit [TopologicalSpace X] in | |
| lemma segmentInside_iff_mem_component {U : Set (X × ℝ)} {p : X} {r : ℝ} | |
| (hp : (p,0) ∈ U) : | |
| SegmentInside U p r ↔ r ∈ connectedComponentIn {s : ℝ | (p,s) ∈ U} 0 := by | |
| constructor | |
| · intro h | |
| exact isPreconnected_uIcc.subset_connectedComponentIn left_mem_uIcc h right_mem_uIcc | |
| · intro hr s hs | |
| have hp' : 0 ∈ connectedComponentIn {s : ℝ | (p,s) ∈ U} 0 := mem_connectedComponentIn hp | |
| exact connectedComponentIn_subset {s : ℝ | (p,s) ∈ U} 0 | |
| (isPreconnected_connectedComponentIn.ordConnected.uIcc_subset hp' hr hs) | |
| omit [TopologicalSpace X] in | |
| lemma segmentInside_zero {U : Set (X × ℝ)} {p : X} : | |
| SegmentInside U p 0 ↔ (p,0) ∈ U := by simp [SegmentInside] | |
| omit [TopologicalSpace X] in | |
| lemma segmentInside_base {U : Set (X × ℝ)} {p : X} {r : ℝ} | |
| (h : SegmentInside U p r) : (p,0) ∈ U := h 0 left_mem_uIcc | |
| omit [TopologicalSpace X] in | |
| lemma segmentInside_endpoint {U : Set (X × ℝ)} {p : X} {r : ℝ} | |
| (h : SegmentInside U p r) : (p,r) ∈ U := h r right_mem_uIcc | |
| lemma isOpen_segmentInside {U : Set (X × ℝ)} (hU : IsOpen U) (r : ℝ) : | |
| IsOpen {p : X | SegmentInside U p r} := by | |
| rw [isOpen_iff_mem_nhds] | |
| intro p hp | |
| have hprod : ({p} : Set X) ×ˢ uIcc 0 r ⊆ U := by | |
| rintro ⟨q,s⟩ ⟨hq,hs⟩ | |
| obtain rfl := mem_singleton_iff.mp hq | |
| exact hp s hs | |
| obtain ⟨V,W,hV,-,hpV,hsegW,hVW⟩ := | |
| generalized_tube_lemma isCompact_singleton isCompact_uIcc hU hprod | |
| exact Filter.mem_of_superset (hV.mem_nhds (singleton_subset_iff.mp hpV)) | |
| (fun q hq s hs => hVW ⟨hq,hsegW hs⟩) | |
| lemma isOpen_section {U : Set (X × ℝ)} (hU : IsOpen U) (p : X) : | |
| IsOpen {s : ℝ | (p,s) ∈ U} := hU.preimage (continuous_const.prodMk continuous_id) | |
| /-- The rational definition makes joint measurability independent of coordinates | |
| on the direction-dependent transverse hyperplanes. -/ | |
| noncomputable def forwardExit (U : Set (X × ℝ)) (p : X) : ℝ≥0∞ := | |
| ⨆ r : ℚ, if SegmentInside U p (r : ℝ) then ENNReal.ofReal (r : ℝ) else 0 | |
| noncomputable def backwardExit (U : Set (X × ℝ)) (p : X) : ℝ≥0∞ := | |
| ⨆ r : ℚ, if SegmentInside U p (-(r : ℝ)) then ENNReal.ofReal (r : ℝ) else 0 | |
| noncomputable def componentLength (U : Set (X × ℝ)) (p : X) : ℝ≥0∞ := | |
| forwardExit U p + backwardExit U p | |
| noncomputable def componentInf (U : Set (X × ℝ)) (value : X × ℝ → ℝ) (p : X) : ℝ≥0∞ := | |
| ⨅ r : ℚ, if SegmentInside U p (r : ℝ) then ENNReal.ofReal (value (p,(r : ℝ))) else ⊤ | |
| omit [TopologicalSpace X] in | |
| lemma componentInf_le_base {U : Set (X × ℝ)} (value : X × ℝ → ℝ) {p : X} | |
| (hp : (p,0) ∈ U) : componentInf U value p ≤ ENNReal.ofReal (value (p,0)) := by | |
| have h := iInf_le (fun r : ℚ => if SegmentInside U p (r : ℝ) | |
| then ENNReal.ofReal (value (p,(r : ℝ))) else ⊤) 0 | |
| simpa [componentInf, segmentInside_zero, hp] using h | |
| omit [TopologicalSpace X] in | |
| lemma componentInf_ne_top {U : Set (X × ℝ)} (value : X × ℝ → ℝ) {p : X} | |
| (hp : (p,0) ∈ U) : componentInf U value p ≠ ⊤ := | |
| ne_top_of_le_ne_top ENNReal.ofReal_ne_top (componentInf_le_base value hp) | |
| noncomputable def componentWeight (U : Set (X × ℝ)) (h d : X × ℝ → ℝ) | |
| (δ : ℝ) (p : X) : ℝ≥0∞ := | |
| if (p,0) ∈ U ∧ componentLength U p ≠ ⊤ ∧ | |
| componentLength U p ≤ ENNReal.ofReal (2*δ) * componentInf U d p | |
| then componentInf U h p else 0 | |
| omit [TopologicalSpace X] in | |
| lemma componentWeight_le_base {U : Set (X × ℝ)} (h d : X × ℝ → ℝ) (δ : ℝ) (p : X) : | |
| componentWeight U h d δ p ≤ ENNReal.ofReal (h (p,0)) := by | |
| unfold componentWeight | |
| split_ifs with hp | |
| · exact componentInf_le_base h hp.1 | |
| · exact bot_le | |
| /-- The rational infimum equals the infimum over the genuine open component. -/ | |
| lemma componentInf_eq_component {U : Set (X × ℝ)} (hU : IsOpen U) | |
| {value : X × ℝ → ℝ} {p : X} (hp : (p,0) ∈ U) | |
| (hv : Continuous (fun s : ℝ => value (p,s))) : | |
| componentInf U value p = | |
| ⨅ s ∈ connectedComponentIn {s : ℝ | (p,s) ∈ U} 0, ENNReal.ofReal (value (p,s)) := by | |
| let C := connectedComponentIn {s : ℝ | (p,s) ∈ U} 0 | |
| have hC : IsOpen C := (isOpen_section hU p).connectedComponentIn | |
| have hclosed : IsClosed {s : ℝ | componentInf U value p ≤ ENNReal.ofReal (value (p,s))} := | |
| isClosed_le continuous_const (ENNReal.continuous_ofReal.comp hv) | |
| have hdense : C ⊆ closure (range ((↑) : ℚ → ℝ) ∩ C) := | |
| by simpa [inter_comm] using Rat.denseRange_cast.open_subset_closure_inter hC | |
| have hle : ∀ s ∈ C, componentInf U value p ≤ ENNReal.ofReal (value (p,s)) := by | |
| intro s hs | |
| apply closure_minimal (t := {s : ℝ | componentInf U value p ≤ ENNReal.ofReal (value (p,s))}) | |
| ?_ hclosed (hdense hs) | |
| rintro z ⟨⟨r,rfl⟩,hr⟩ | |
| have hin := (segmentInside_iff_mem_component hp).mpr hr | |
| have h := iInf_le (fun r : ℚ => if SegmentInside U p (r : ℝ) | |
| then ENNReal.ofReal (value (p,(r : ℝ))) else ⊤) r | |
| simpa only [Set.mem_ofPred_eq, componentInf, ite_eq_left hin] using h | |
| apply le_antisymm | |
| · exact le_iInf fun s => le_iInf fun hs => hle s hs | |
| · unfold componentInf | |
| apply le_iInf | |
| intro r | |
| split_ifs with hr | |
| · exact iInf_le_of_le (r : ℝ) (iInf_le_of_le ((segmentInside_iff_mem_component hp).mp hr) le_rfl) | |
| · exact le_top | |
| /-- Exceeding a nonnegative forward offset is precisely the compact-segment | |
| condition. Openness is needed to replace membership of the endpoint by strict | |
| inequality of the exit distance. -/ | |
| lemma lt_forwardExit_iff {U : Set (X × ℝ)} (hU : IsOpen U) {p : X} {r : ℝ} | |
| (hr : 0 ≤ r) : ENNReal.ofReal r < forwardExit U p ↔ SegmentInside U p r := by | |
| unfold forwardExit | |
| rw [lt_iSup_iff] | |
| constructor | |
| · rintro ⟨q,hq⟩ | |
| split_ifs at hq with hin | |
| · have hrq := (ENNReal.ofReal_lt_ofReal_iff_of_nonneg hr).mp hq | |
| intro s hs | |
| apply hin s | |
| rw [uIcc_of_le (hr.trans hrq.le), mem_Icc] | |
| rw [uIcc_of_le hr, mem_Icc] at hs | |
| exact ⟨hs.1, hs.2.trans hrq.le⟩ | |
| · exact (not_lt_zero hq).elim | |
| · intro hin | |
| have hp := segmentInside_base hin | |
| have hrC := (segmentInside_iff_mem_component hp).mp hin | |
| have hopen := (isOpen_section hU p).connectedComponentIn (x := 0) | |
| obtain ⟨a,b,hab,hsub⟩ := mem_nhds_iff_exists_Ioo_subset.mp (hopen.mem_nhds hrC) | |
| obtain ⟨q,hrq,hqb⟩ := exists_rat_btwn hab.2 | |
| have hqC := hsub ⟨hab.1.trans hrq,hqb⟩ | |
| refine ⟨q, ?_⟩ | |
| rw [ite_eq_left ((segmentInside_iff_mem_component hp).mpr hqC)] | |
| exact (ENNReal.ofReal_lt_ofReal_iff_of_nonneg hr).mpr hrq | |
| omit [TopologicalSpace X] in | |
| lemma segmentInside_reflect {U : Set (X × ℝ)} {p : X} {r : ℝ} : | |
| SegmentInside {z : X × ℝ | (z.1,-z.2) ∈ U} p r ↔ SegmentInside U p (-r) := by | |
| constructor <;> intro h s hs | |
| · have hm : -s ∈ uIcc 0 r := by | |
| simp only [mem_uIcc] at hs ⊢ | |
| rcases hs with hs | hs | |
| · right; constructor <;> linarith | |
| · left; constructor <;> linarith | |
| simpa using h (-s) hm | |
| · have hm : -s ∈ uIcc 0 (-r) := by | |
| simp only [mem_uIcc] at hs ⊢ | |
| rcases hs with hs | hs | |
| · right; constructor <;> linarith | |
| · left; constructor <;> linarith | |
| simpa using h (-s) hm | |
| lemma lt_backwardExit_iff {U : Set (X × ℝ)} (hU : IsOpen U) {p : X} {r : ℝ} | |
| (hr : 0 ≤ r) : ENNReal.ofReal r < backwardExit U p ↔ SegmentInside U p (-r) := by | |
| have hV : IsOpen {z : X × ℝ | (z.1,-z.2) ∈ U} := | |
| hU.preimage (continuous_fst.prodMk continuous_snd.neg) | |
| have heq : backwardExit U p = forwardExit {z : X × ℝ | (z.1,-z.2) ∈ U} p := by | |
| simp only [backwardExit, forwardExit, segmentInside_reflect] | |
| rw [heq, lt_forwardExit_iff hV hr, segmentInside_reflect] | |
| lemma forwardExit_pos {U : Set (X × ℝ)} (hU : IsOpen U) {p : X} | |
| (hp : (p,0) ∈ U) : 0 < forwardExit U p := by | |
| simpa using (lt_forwardExit_iff hU (p := p) (r := 0) le_rfl).mpr | |
| (segmentInside_zero.mpr hp) | |
| lemma backwardExit_pos {U : Set (X × ℝ)} (hU : IsOpen U) {p : X} | |
| (hp : (p,0) ∈ U) : 0 < backwardExit U p := by | |
| simpa using (lt_backwardExit_iff hU (p := p) (r := 0) le_rfl).mpr | |
| (by simpa using (segmentInside_zero (p := p)).mpr hp) | |
| lemma component_eq_Ioo {U : Set (X × ℝ)} (hU : IsOpen U) {p : X} | |
| (hp : (p,0) ∈ U) (hf : forwardExit U p ≠ ⊤) (hb : backwardExit U p ≠ ⊤) : | |
| connectedComponentIn {s : ℝ | (p,s) ∈ U} 0 = | |
| Ioo (-(backwardExit U p).toReal) (forwardExit U p).toReal := by | |
| have hfp : 0 < (forwardExit U p).toReal := ENNReal.toReal_pos (forwardExit_pos hU hp).ne' hf | |
| have hbp : 0 < (backwardExit U p).toReal := ENNReal.toReal_pos (backwardExit_pos hU hp).ne' hb | |
| ext r | |
| rw [← segmentInside_iff_mem_component hp, mem_Ioo] | |
| by_cases hr : 0 ≤ r | |
| · rw [← lt_forwardExit_iff hU hr, ENNReal.ofReal_lt_iff_lt_toReal hr hf] | |
| exact ⟨fun h => ⟨by linarith,h⟩, fun h => h.2⟩ | |
| · have hnr : 0 ≤ -r := by linarith | |
| have he := lt_backwardExit_iff hU (p := p) hnr | |
| rw [neg_neg] at he | |
| rw [← he, ENNReal.ofReal_lt_iff_lt_toReal hnr hb] | |
| constructor | |
| · intro h; constructor <;> linarith | |
| · intro h; linarith [h.1] | |
| lemma volume_component {U : Set (X × ℝ)} (hU : IsOpen U) {p : X} | |
| (hp : (p,0) ∈ U) (hfin : componentLength U p ≠ ⊤) : | |
| volume (connectedComponentIn {s : ℝ | (p,s) ∈ U} 0) = componentLength U p := by | |
| have hf : forwardExit U p ≠ ⊤ := by | |
| exact (ENNReal.add_ne_top.mp hfin).1 | |
| have hb : backwardExit U p ≠ ⊤ := by | |
| exact (ENNReal.add_ne_top.mp hfin).2 | |
| rw [component_eq_Ioo hU hp hf hb, Real.volume_Ioo, sub_neg_eq_add] | |
| rw [ENNReal.ofReal_add (ENNReal.toReal_nonneg) (ENNReal.toReal_nonneg), | |
| ENNReal.ofReal_toReal hf, ENNReal.ofReal_toReal hb] | |
| rfl | |
| section Measurability | |
| variable [MeasurableSpace X] [BorelSpace X] | |
| lemma measurable_forwardExit {U : Set (X × ℝ)} (hU : IsOpen U) : Measurable (forwardExit U) := by | |
| apply Measurable.iSup | |
| intro r | |
| exact Measurable.ite (isOpen_segmentInside hU (r : ℝ)).measurableSet | |
| measurable_const measurable_const | |
| lemma measurable_backwardExit {U : Set (X × ℝ)} (hU : IsOpen U) : Measurable (backwardExit U) := by | |
| apply Measurable.iSup | |
| intro r | |
| exact Measurable.ite (isOpen_segmentInside hU (-(r : ℝ))).measurableSet | |
| measurable_const measurable_const | |
| lemma measurable_componentLength {U : Set (X × ℝ)} (hU : IsOpen U) : | |
| Measurable (componentLength U) := | |
| (measurable_forwardExit hU).add (measurable_backwardExit hU) | |
| lemma measurable_componentInf {U : Set (X × ℝ)} (hU : IsOpen U) | |
| {value : X × ℝ → ℝ} (hvalue : Measurable value) : Measurable (componentInf U value) := by | |
| apply Measurable.iInf | |
| intro r | |
| exact Measurable.ite (isOpen_segmentInside hU (r : ℝ)).measurableSet | |
| ((hvalue.comp (measurable_id.prodMk measurable_const)).ennreal_ofReal) measurable_const | |
| lemma measurable_componentWeight {U : Set (X × ℝ)} (hU : IsOpen U) | |
| {h d : X × ℝ → ℝ} (hh : Measurable h) (hd : Measurable d) (δ : ℝ) : | |
| Measurable (componentWeight U h d δ) := by | |
| apply Measurable.ite _ (measurable_componentInf hU hh) measurable_const | |
| apply MeasurableSet.inter | |
| · exact (hU.preimage (continuous_id.prodMk continuous_const)).measurableSet | |
| · apply MeasurableSet.inter | |
| · exact (measurable_componentLength hU (measurableSet_singleton ⊤)).compl | |
| · exact measurableSet_le (measurable_componentLength hU) | |
| (measurable_const.mul (measurable_componentInf hU hd)) | |
| end Measurability | |
| end HenonLaneEmden.LineComponents | |
| end Components | |
| end OAI | |